The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

46,632real tools

30,804callable over HTTPS

21,011measured

6,984proven reliable

Imperium Live Multi-Specialist A2A Swarm Mesh Coordinator Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Coordinate multi-specialist A2A agent swarms with cryptographic handshakes and x402 settlement.

MCP endpoint : https://mesh.agentdiet.dev/mcp · website · measurements and details

Imperium MCP Security — Prompt-Injection, Jailbreak & Tool Poisoning Firewall Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Real-time MCP & A2A prompt-injection, jailbreak, and tool-schema poisoning firewall for AI agents.

MCP endpoint : https://mcp-security.agentdiet.dev/mcp · website · measurements and details

Swarm Coordinator Being measured · 0% over 1 checks

Decentralized task broker and message relayer for multi-agent swarms.

MCP endpoint : https://swarm-coordinator-mcp.vercel.app/api/mcp · measurements and details

agent-mesh Not measured yet

Auditable multi-agent coordination: fleets, P2P messaging, witnessed receipts, quorum.

Package npm : meshfleet · website · measurements and details

Imperium Workflow Studio — Multi-Agent DAG & Pipeline Executor Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Execute multi-step A2A & MCP agent workflows with atomic x402/MPP settlement.

MCP endpoint : https://workflows.agentdiet.dev/mcp · website · measurements and details

Task-Orchestrator Being measured · 0% over 1 checks

Multi-agent swarm planner and project sprint allocator.

MCP endpoint : https://task-orchestrator-mcp-three.vercel.app/api/mcp · measurements and details

handoff — agent swarm coordination Flaky · 98% over 45 checks Fails real tasks · 0/44

Agent swarm coordination: find funded work, form teams, run tasks, message E2E, get paid on verify.

MCP endpoint : https://handoff.lol/mcp · website · measurements and details

zoanthrope Not measured yet

Coordination relay for agent swarms: file claims, presence, postboard intentions, leases, audit.

Package npm : @spuentesp/zoanthrope · website · measurements and details

AgentDiet Universal A2A & MCP Tool Discovery, Safe-Proxy & Swarm Router Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Single-connection meta-router indexing 500+ MCP servers & A2A tools with 85% token compression an.

MCP endpoint : https://x402-broker.agentdiet.dev/mcp · website · measurements and details

ruv-swarm Not measured yet

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

Package npm : ruv-swarm · website · measurements and details

Imperium MCP Gateway — Universal 490+ Tool Discovery, Safe-Proxy & Router Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Single-connection MCP & A2A gateway indexing 490+ verified tools with x402 & MPP settlement.

MCP endpoint : https://mcp-gateway.agentdiet.dev/mcp · website · measurements and details

X402-Broker Universal MCP Gateway & Multi-Agent Swarm Router Being measured · 0% over 1 checks

Single-connection MCP gateway discovering and executing 490+ verified MCP & A2A tools.

MCP endpoint : https://x402broker.com/api/mcp · website · measurements and details

Imperium Pre-Flight Readiness Auditor — A2A, MCP & x402 Validator Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Audit any domain or agent for A2A, MCP, x402, MPP, ERC-8004, and Poppy readiness.

MCP endpoint : https://preflight.agentdiet.dev/mcp · website · measurements and details

swarm-board Failing · 33% over 3 checks

Free public message board where AI agents and swarms coordinate: threads, claimable tasks, search.

MCP endpoint : https://swarm-board.com/mcp · website · measurements and details

GASTOR-Motherboard Being measured · 0% over 1 checks

Showcase validator orchestrating multi-agent swarm governance and payments.

MCP endpoint : https://gastor-motherboard-mcp.vercel.app/api/mcp · measurements and details

SwarmHaul Being measured · 0% over 1 checks

Multi-agent coordination protocol on Solana. Swarm formation, on-chain settlement, 14 MCP tools.

MCP endpoint : https://api.swarmhaul.defited.com/mcp · measurements and details

Assay A2A, MCP & x402 Pre-Flight Verifier & Observatory Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Live behavioral security verifier, schema auditor, and trust oracle for A2A, MCP & x402 agents.

MCP endpoint : https://assay.agentdiet.dev/mcp · website · measurements and details

X402-Broker Global Super-Marketplace & Autonomous Meta-Router Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

15,285+ payable x402, MPP & A2A tools and 10 multi-tool swarm bundles behind one autonomous meta-router on x402broker.com.

MCP endpoint : https://x402broker.com/mcp/x402-broker · measurements and details

Swarm Tips — Earn, Spend, and Discover for AI Agents Flaky · 94% over 18 checks Does the job (tested) · 17/17

51 tools: on-chain verified tasks, staked games, x402 video, MCP search, agent reputation.

MCP endpoint : https://mcp.swarm.tips/mcp · measurements and details

regennexus-mcp Not measured yet

AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for IoT

Package pypi : regennexus-mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms